{"id":"W4409296743","doi":"10.1093/bjs/znaf041","title":"Optimizing ward rounds: systematic review and meta-analysis of interventions to enhance patient safety","year":2025,"lang":"en","type":"review","venue":"British journal of surgery","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Basil Hetzel Institute for Translational Health Research; Avant Foundation; University of Adelaide; Hospital Research Foundation","keywords":"Medicine; Psychological intervention; Checklist; MEDLINE; Meta-analysis; PsycINFO; Systematic review; Patient safety; Cochrane Library; Randomized controlled trial; Protocol (science); Relative risk; Emergency medicine; Family medicine; Confidence interval; Health care; Surgery; Alternative medicine; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01586155,0.003488269,0.0196736,0.00824255,0.000818871,0.004499121,0.002510384,0.002515733,0.004339171],"category_scores_gemma":[0.0470068,0.001636427,0.0345327,0.007869194,0.001020967,0.002631241,0.002007,0.002563925,0.0003683353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004409994,"about_ca_system_score_gemma":0.008278916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007350056,"about_ca_topic_score_gemma":0.01621081,"domain_scores_codex":[0.9855187,0.008309826,0.003181637,0.001035759,0.001567846,0.0003862002],"domain_scores_gemma":[0.9766123,0.01741624,0.00349536,0.0006073564,0.001536559,0.0003323258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001839,0.00007724574,0.001197472,0.6453705,0.3215725,0.00007039766,0.0001357684,0.0006543465,0.0001501409,0.0001880491,0.0007655467,0.02797899],"study_design_scores_gemma":[0.00136239,0.0006319677,0.002332211,0.1029021,0.8889676,0.00009246488,0.0001148143,0.0002704425,0.0002243294,0.0003773471,0.002679409,0.00004500902],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002972777,0.9948991,0.0005335871,0.0002503889,0.0001769445,0.0006103242,0.0002716456,0.00003178736,0.0002534576],"genre_scores_gemma":[0.08124977,0.9118615,0.003428319,0.0008086656,0.0002411656,0.001794171,0.0003800248,0.0000296739,0.0002067912],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0196736,"threshold_uncertainty_score":0.08388495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2291911641561812,"score_gpt":0.429687234414184,"score_spread":0.2004960702580028,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}